Tania Guerrero
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126
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Neural Computing×1ML×1
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2026
U-Net-Accelerated Quality-Diversity Optimization for Climate-Adaptive Urban Layouts
The paper introduces a U-Net deep learning surrogate model to accelerate Quality-Diversity optimization for urban layout design, demonstrating that this spatial approach enables highly accurate climate-adaptive design evaluation using only random training data.
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